Zobrazeno 1 - 10
of 700
pro vyhledávání: '"Mikut Ralf"'
The increasing penetration of renewable energy sources introduces significant challenges to power grid stability, primarily due to their inherent variability. A new opportunity for grid operation is the smart integration of electricity production com
Externí odkaz:
http://arxiv.org/abs/2411.12480
Autor:
Friederich, Nils, Sitcheu, Angelo Jovin Yamachui, Nassal, Annika, Pesch, Matthias, Yildiz, Erenus, Beichter, Maximilian, Scholtes, Lukas, Akbaba, Bahar, Lautenschlager, Thomas, Neumann, Oliver, Kohlheyer, Dietrich, Scharr, Hanno, Seiffarth, Johannes, Nöh, Katharina, Mikut, Ralf
Microfluidic Live-Cell Imaging (MLCI) generates high-quality data that allows biotechnologists to study cellular growth dynamics in detail. However, obtaining these continuous data over extended periods is challenging, particularly in achieving accur
Externí odkaz:
http://arxiv.org/abs/2411.05030
Autor:
Treutlein, Manuel, Schmidt, Marc, Hahn, Roman, Hertel, Matthias, Heidrich, Benedikt, Mikut, Ralf, Hagenmeyer, Veit
Distribution system operators (DSOs) must cope with new challenges such as the reconstruction of distribution grids along climate neutrality pathways or the ability to manage and control consumption and generation in the grid. In order to meet the ch
Externí odkaz:
http://arxiv.org/abs/2409.19713
Thermal management of power electronics and Electronic Control Units is crucial in times of increasing power densities and limited assembly space. Electric and autonomous vehicles are a prominent application field. Thermal Interface Materials are use
Externí odkaz:
http://arxiv.org/abs/2405.13512
Autor:
Pleli, Alina, Baeuerle, Simon, Janus, Michel, Barth, Jonas, Mikut, Ralf, Lensch, Hendrik P. A.
Unsupervised clustering of wafer map defect patterns is challenging because the appearance of certain defect patterns varies significantly. This includes changing shape, location, density, and rotation of the defect area on the wafer. We present a ha
Externí odkaz:
http://arxiv.org/abs/2404.15436
Autor:
Wölfle, David, Förderer, Kevin, Riedel, Tobias, Landwich, Lukas, Mikut, Ralf, Hagenmeyer, Veit, Schmeck, Hartmut
Energy management, in sense of computing optimized operation schedules for devices, will likely play a vital role in future carbon neutral energy systems, as it allows unlocking energy efficiency and flexibility potentials. However, energy management
Externí odkaz:
http://arxiv.org/abs/2402.15230
Autor:
Friederich, Nils, Sitcheu, Angelo Yamachui, Neumann, Oliver, Eroğlu-Kayıkçı, Süheyla, Prizak, Roshan, Hilbert, Lennart, Mikut, Ralf
In the biomedical environment, experiments assessing dynamic processes are primarily performed by a human acquisition supervisor. Contemporary implementations of such experiments frequently aim to acquire a maximum number of relevant events from some
Externí odkaz:
http://arxiv.org/abs/2310.04461
Autor:
Sitcheu, Angelo Yamachui, Friederich, Nils, Baeuerle, Simon, Neumann, Oliver, Reischl, Markus, Mikut, Ralf
Nowadays, Machine Learning (ML) is experiencing tremendous popularity that has never been seen before. The operationalization of ML models is governed by a set of concepts and methods referred to as Machine Learning Operations (MLOps). Nevertheless,
Externí odkaz:
http://arxiv.org/abs/2309.15521
Autor:
Merkle, Nicole, Mikut, Ralf
Computational agents support humans in many areas of life and are therefore found in heterogeneous contexts. This means they operate in rapidly changing environments and can be confronted with huge state and action spaces. In order to perform service
Externí odkaz:
http://arxiv.org/abs/2308.14521
Autor:
Hertel, Matthias, Beichter, Maximilian, Heidrich, Benedikt, Neumann, Oliver, Schäfer, Benjamin, Mikut, Ralf, Hagenmeyer, Veit
In the smart grid of the future, accurate load forecasts on the level of individual clients can help to balance supply and demand locally and to prevent grid outages. While the number of monitored clients will increase with the ongoing smart meter ro
Externí odkaz:
http://arxiv.org/abs/2306.10891